{"id":3949,"date":"2024-12-12T13:59:23","date_gmt":"2024-12-12T04:59:23","guid":{"rendered":"https:\/\/secondlife.lol\/?p=3949"},"modified":"2024-12-12T23:08:51","modified_gmt":"2024-12-12T14:08:51","slug":"exponential-vs-polynomial-growth","status":"publish","type":"post","link":"https:\/\/secondlife.lol\/ja\/exponential-vs-polynomial-growth\/","title":{"rendered":"\u6307\u6570\u95a2\u6570\u3068\u591a\u9805\u5f0f\u95a2\u6570\u306e\u5897\u52a0\u901f\u5ea6\u306e\u6bd4\u8f03\uff1a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u52b9\u7387\u6027\u306e\u6838\u5fc3\u3092\u7406\u89e3\u3059\u308b"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u8a2d\u8a08\u306b\u304a\u3044\u3066\u3001\u6307\u6570\u95a2\u6570\u3068\u591a\u9805\u5f0f\u95a2\u6570\u306e\u5897\u52a0\u901f\u5ea6\u306e\u9055\u3044\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002 \u3057\u304b\u3057\u3001\u79c1\u305f\u3061\u306f\u3057\u3070\u3057\u3070\u6307\u6570\u95a2\u6570\u3068\u591a\u9805\u5f0f\u95a2\u6570\u304c\u3069\u306e\u3088\u3046\u306b\u7570\u306a\u308b\u901f\u5ea6\u3067\u5897\u52a0\u3059\u308b\u304b\u3092\u898b\u843d\u3068\u3057\u304c\u3061\u3067\u3059\u3002 \u3057\u304b\u3057\u3001\u3053\u306e\u4e8c\u3064\u306e\u95a2\u6570\u306e\u5897\u52a0\u901f\u5ea6\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u52b9\u7387\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002 \u7279\u306b\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba(n)\u304c\u5927\u304d\u304f\u306a\u308b\u307b\u3069\u3001\u305d\u306e\u5dee\u306f\u6307\u6570\u95a2\u6570\u7684\u306b\u5927\u304d\u304f\u306a\u308a\u3001\u3053\u308c\u306b\u3088\u308a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b9f\u884c\u53ef\u80fd\u6027\u304c\u5909\u308f\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f <strong>\u6307\u6570\u95a2\u6570\u30fb\u591a\u9805\u5f0f\u5897\u52a0\u901f\u5ea6\u3092 <a href=\"http:\/\/python.org\" target=\"_blank\" rel=\"noopener\">\u30d1\u30a4\u30bd\u30f3<\/a> \u30b3\u30fc\u30c9\u3067\u53ef\u8996\u5316<\/strong>\u3057\u3066\u3001\u3053\u306e2\u3064\u306e\u95a2\u6570\u306e\u7279\u5fb4\u3084\u9055\u3044\u3092\u660e\u78ba\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002 \u30b0\u30e9\u30d5\u304b\u3089\u5f97\u3089\u308c\u308b\u30a4\u30f3\u30b5\u30a4\u30c8\u3084\u30b3\u30fc\u30c9\u89e3\u8aac\u307e\u3067\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u306e\u3067\u3001\u6700\u5f8c\u307e\u3067\u8aad\u3093\u3067\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n<style>.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title-wrap{color:var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{color:var(--global-palette2, #2B6CB0);font-size:28px;font-weight:regular;font-style:normal;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list{color:var(--global-palette1, #3182CE);line-height:2em;font-weight:regular;font-style:normal;margin-top:var(--global-kb-spacing-sm, 1.5rem);margin-right:0px;margin-bottom:0px;margin-left:0px;}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap .kb-table-of-content-list .kb-table-of-contents__entry:hover{color:var(--global-palette6, #718096);}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}}@media all and (max-width: 1024px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}@media all and (max-width: 767px){.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-content-wrap{border-top:3px solid var(--global-palette2, #2B6CB0);border-right:3px solid var(--global-palette2, #2B6CB0);border-bottom:3px solid var(--global-palette2, #2B6CB0);border-left:3px solid var(--global-palette2, #2B6CB0);}.kb-table-of-content-nav.kb-table-of-content-id83_5f28a6-34 .kb-table-of-contents-title{font-size:28px;}}<\/style>\n\n<style>.kb-image3949_a5c5e9-c5 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image3949_a5c5e9-c5 img.kb-img, .kb-image3949_a5c5e9-c5 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image3949_a5c5e9-c5\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"798\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/IMG_3678.jpeg\" alt=\"\uc9c0\uc218\ud568\uc218 \ub2e4\ud56d\ud568\uc218 \uc99d\uac00\uc18d\ub3c4 \ube44\uad50 \uadf8\ub798\ud504\" class=\"kb-img wp-image-3951\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/IMG_3678.jpeg 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/IMG_3678-300x200.jpeg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/IMG_3678-600x399.jpeg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/IMG_3678-768x511.jpeg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/IMG_3678-18x12.jpeg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption>( \u6307\u6570\u95a2\u6570\u3068\u591a\u9805\u5f0f\u95a2\u6570\u306e\u5897\u52a0\u901f\u5ea6\u6bd4\u8f03\u30b0\u30e9\u30d5 )<\/figcaption><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u6307\u6570\u95a2\u6570\u3068\u591a\u9805\u5f0f\u95a2\u6570\u306e\u5b9a\u7fa9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u591a\u9805\u5f0ff(n) = n^2<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>n\u5024\u306e\u5897\u52a0\u306b\u4f34\u3063\u3066\u5f90\u3005\u306b\u5897\u52a0<\/li>\n\n\n\n<li>\u6bd4\u8f03\u7684\u5b89\u5b9a\u3057\u305f\u4e88\u6e2c\u53ef\u80fd\u306a\u6210\u9577\u30d1\u30bf\u30fc\u30f3<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6307\u6570\u95a2\u6570 f(n) = 2^n<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>n\u304c\u5927\u304d\u304f\u306a\u308b\u307b\u3069\u6307\u6570\u95a2\u6570\u7684\u306b\u5897\u52a0\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u521d\u671f\u306f\u7de9\u3084\u304b\u3067\u3059\u304c\u3001\u3059\u3050\u306b\u7206\u767a\u7684\u306b\u5897\u52a0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u6307\u6570\u95a2\u6570\u591a\u9805\u5f0f\u5897\u52a0\u901f\u5ea6\u306e\u53ef\u8996\u5316<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u8a18\u306ePython\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066n^2\u30682^n\u306e\u5897\u52a0\u901f\u5ea6\u3092\u6bd4\u8f03\u3059\u308b\u30b0\u30e9\u30d5\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import numpy as np\nimport matplotlib.pyplot as plt\n\nx_values_zoomed = np.linspace(1, 200, 500)\npoly_function_zoomed = x_values_zoomed**2\nexp_function_zoomed = 2**x_values_zoomed\n\nplt.figure(figsize=(12, 8))\nplt.plot(x_values_zoomed, poly_function_zoomed, label=\"n^2 (\u591a\u9805\u5f0f)\", color='red', linewidth=2)\nplt.plot(x_values_zoomed, exp_function_zoomed, label=\"2^n (\u6307\u6570)\", color='blue', linewidth=2)\n\nplt.title(\"\u591a\u9805\u5f0f(n^2)\u3068\u6307\u6570(2^n)\u306e\u6210\u9577\u306e\u6bd4\u8f03\", fontsize=14)\nplt.xlabel(\"n\", fontsize=12)\nplt.ylabel(\"Function Value\", fontsize=12)\nplt.ylim(0, 100000)\nplt.xlim(0, 200)\nplt.axhline(0, color='black', linewidth=0.5, linestyle='--')\nplt.axvline(0, color='black', linewidth=0.5, linestyle='--')\nplt.grid(alpha=0.3)\nplt.legend(fontsize=12)\n\nplt.show()<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b0\u30e9\u30d5\u5206\u6790<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u591a\u9805\u5f0f\u95a2\u6570 n^2<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u521d\u671f\u306f\u6bd4\u8f03\u7684\u901f\u304f\u5897\u52a0\u3059\u308b\u304c\u3001n\u304c\u5927\u304d\u304f\u306a\u308b\u306b\u3064\u308c\u3066\u5897\u52a0\u901f\u5ea6\u304c\u7de9\u3084\u304b\u306b\u306a\u308b\u3002<\/li>\n\n\n\n<li>n=200\u307e\u3067\u5024\u304c\u4e88\u6e2c\u53ef\u80fd\u3067\u3001\u5b9f\u884c\u6642\u9593\u304c\u73fe\u5b9f\u7684\u3067\u3042\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6307\u6570\u95a2\u6570 2^n<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u521d\u671f\u306b\u306f\u591a\u9805\u5f0f\u95a2\u6570\u3068\u540c\u69d8\u306b\u5897\u52a0<\/li>\n\n\n\n<li>n=10\u4ee5\u964d\u3001\u6025\u6fc0\u306b\u4e0a\u6607\u3057\u3001\u591a\u9805\u5f0f\u95a2\u6570\u3092\u5b8c\u5168\u306b\u8d85\u3048\u308b\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u306b\u3064\u308c\u3066\u6307\u6570\u95a2\u6570\u7684\u306a\u6642\u9593\u8907\u96d1\u6027\u306e\u975e\u52b9\u7387\u6027\u3092\u660e\u78ba\u306b\u793a\u3059<\/li>\n<\/ul>\n\n\n<style>.kb-image3949_ebed39-65 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image3949_ebed39-65 img.kb-img, .kb-image3949_ebed39-65 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image3949_ebed39-65\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"1200\" height=\"529\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/image-1-6.jpg\" alt=\"\uc54c\uace0\ub9ac\uc998 \ubcf5\uc7a1\ub3c4 \uc774\ud574\" class=\"kb-img wp-image-3960\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/image-1-6.jpg 1200w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/image-1-6-300x132.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/image-1-6-600x265.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/image-1-6-768x339.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/12\/image-1-6-18x8.jpg 18w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u8a2d\u8a08\u3078\u306e\u793a\u5506<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u591a\u9805\u5f0f\u6642\u9593\u8907\u96d1\u5ea6<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u73fe\u5b9f\u7684\u306a\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u3067\u5b9f\u884c\u53ef\u80fd\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u63d0\u4f9b<\/li>\n\n\n\n<li>\u4e88\u6e2c\u53ef\u80fd\u3067\u5b89\u5b9a\u3057\u305f\u5897\u52a0\u7387\u3067\u5b9f\u7528\u7684<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6307\u6570\u6642\u9593\u8907\u96d1\u5ea6<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u306e\u5897\u52a0\u306b\u4f34\u3044\u3001\u5b9f\u884c\u6642\u9593\u304c\u6307\u6570\u95a2\u6570\u7684\u306b\u5897\u52a0\u3059\u308b<\/li>\n\n\n\n<li>n\u304c\u5c11\u3057\u5927\u304d\u304f\u306a\u3063\u3066\u3082\u5b9f\u884c\u4e0d\u53ef\u80fd\u306a\u30ec\u30d9\u30eb\u306b\u9054\u3059\u308b<\/li>\n\n\n\n<li>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u8a2d\u8a08\u6642\u306b\u53ef\u80fd\u306a\u9650\u308a\u907f\u3051\u308b\u5fc5\u8981\u304c\u3042\u308b<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6307\u6570\u95a2\u6570\u3068\u591a\u9805\u5f0f\u95a2\u6570\u306e\u5897\u52a0\u901f\u5ea6\u306e\u9055\u3044\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u52b9\u7387\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8a2d\u8a08\u3059\u308b\u4e0a\u3067\u5927\u304d\u306a\u52a9\u3051\u306b\u306a\u308a\u307e\u3059\u3002\u5b9f\u969b\u306e\u5fdc\u7528\u3067\u306f\u3001\u591a\u9805\u5f0f\u6642\u9593\u8907\u96d1\u5ea6\u3092\u6301\u3064\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u597d\u307e\u308c\u3001\u6307\u6570\u6642\u9593\u8907\u96d1\u5ea6\u306f\u3067\u304d\u308b\u3060\u3051\u907f\u3051\u308b\u3079\u304d\u3067\u3059\u3002 \u3053\u306e\u3088\u3046\u306a\u7406\u89e3\u3092\u3082\u3068\u306b\u3001\u3088\u308a\u826f\u3044\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u958b\u767a\u3057\u3001\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95a2\u6570\u306e\u53ef\u8996\u5316\u306b\u8208\u5473\u304c\u3042\u308b\u65b9\u306f <a href=\"https:\/\/secondlife.lol\/ja\/python-trigonometric-function-graphs\/\" data-type=\"post\" data-id=\"2210\">\u4e09\u89d2\u95a2\u6570\u306b\u95a2\u9023\u3059\u308b\u30dd\u30b9\u30c8<\/a>\u3082\u4e00\u5ea6\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002Python\u3067\u305d\u306e\u30b0\u30e9\u30d5\u3092\u63cf\u3044\u3066\u307f\u308b\u3068\u3001\u307e\u305f\u9055\u3063\u305f\u9762\u767d\u3055\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#\u30b3\u30fc\u30c9\u89e3\u8aac<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u308c\u3067\u306f\u3001\u4e0a\u3067\u4f7f\u3063\u305fPython\u30b3\u30fc\u30c9\u3092\u8a73\u3057\u304f\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import numpy as np\nimport matplotlib.pyplot as plt<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>numpy<\/code>: \u6570\u5024\u8a08\u7b97\u306e\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3001\u3053\u3053\u3067\u306f\u914d\u5217\u751f\u6210\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>matplotlib.pyplot<\/code>: \u30b0\u30e9\u30d5\u3092\u63cf\u304f\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>x_values_zoomed = np.linspace(1, 200, 500)<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>np.linspace(1, 200, 500)<\/code>: 1\u304b\u3089200\u307e\u3067500\u500b\u306e\u5747\u4e00\u306a\u9593\u9694\u306e\u30c9\u30c3\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3053\u308c\u306f\u30b0\u30e9\u30d5\u306ex\u8ef8\u306e\u5024\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u3001\u6ed1\u3089\u304b\u306a\u66f2\u7dda\u3092\u63cf\u304f\u305f\u3081\u306b\u5341\u5206\u306b\u591a\u304f\u306e\u70b9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>poly_function_zoomed = x_values_zoomed**2\nexp_function_zoomed = 2**x_values_zoomed**2<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>x_values_zoomed**2<\/code>: \u591a\u9805\u5f0f\u95a2\u6570 n^2 \u306e y \u5024\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>2**x_values_zoomed<\/code>: \u6307\u6570\u95a2\u6570 2^n \u306e y \u5024\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.figure(figsize=(12, 8))<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b0\u30e9\u30d5\u306e\u30b5\u30a4\u30ba\u309212\u00d78\u30a4\u30f3\u30c1\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.plot(x_values_zoomed, poly_function_zoomed, label=\"n^2 (\u591a\u9805\u5f0f)\", color='red', linewidth=2)\nplt.plot(x_values_zoomed, exp_function_zoomed, label=\"2^n (\u6307\u6570)\", color='blue', linewidth=2)<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e8c\u3064\u306e\u95a2\u6570\u3092\u305d\u308c\u305e\u308c\u8d64\u3068\u9752\u306e\u7dda\u3067\u63cf\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>\u30e9\u30d9\u30eb<\/code> \u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u51e1\u4f8b\u306b\u8868\u793a\u3055\u308c\u308b\u540d\u524d\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.title(\"\u591a\u9805\u5f0f(n^2)\u3068\u6307\u6570(2^n)\u6210\u9577\u306e\u6bd4\u8f03\", fontsize=14)\nplt.xlabel(\"n\", fontsize=12)\nplt.ylabel(\"Function Value\", fontsize=12)<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b0\u30e9\u30d5\u306e\u30bf\u30a4\u30c8\u30eb\u3068x\u8ef8\u3001y\u8ef8\u306e\u30e9\u30d9\u30eb\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.ylim(0, 100000)\nplt.xlim(0, 200)<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>y\u8ef8\u306e\u7bc4\u56f2\u30920\u304b\u3089100,000\u3001x\u8ef8\u306e\u7bc4\u56f2\u30920\u304b\u3089200\u306b\u5236\u9650\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u3053\u308c\u306f\u30b0\u30e9\u30d5\u306e\u8aad\u307f\u3084\u3059\u3055\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.axhline(0, color='black', linewidth=0.5, linestyle='--')\nplt.axvline(0, color='black', linewidth=0.5, linestyle='--')<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>x\u8ef8\u3068y\u8ef8\u3092\u8868\u3059\u9ed2\u3044\u70b9\u7dda\u3092\u63cf\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.grid(alpha=0.3)\nplt.legend(fontsize=12)<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b0\u30ea\u30c3\u30c9\u3092\u8ffd\u52a0\u3057\u3001\u900f\u660e\u5ea6\u309230%\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u51e1\u4f8b\u3092\u8ffd\u52a0\u3057\u3001\u30d5\u30a9\u30f3\u30c8\u30b5\u30a4\u30ba\u309212\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>plt.show()<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b8c\u6210\u3057\u305f\u30b0\u30e9\u30d5\u3092\u753b\u9762\u306b\u8868\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30b3\u30fc\u30c9\u306b\u3088\u308a\u3001\u6307\u6570\u95a2\u6570\u3068\u591a\u9805\u5f0f\u95a2\u6570\u306e\u5897\u52a0\u901f\u5ea6\u306e\u9055\u3044\u3092\u8996\u899a\u7684\u306b\u660e\u78ba\u306b\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u8996\u899a\u5316\u306f\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6642\u9593\u8907\u96d1\u5ea6\u3092\u7406\u89e3\u3057\u3001\u52b9\u7387\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8a2d\u8a08\u3059\u308b\u306e\u306b\u5927\u304d\u306a\u52a9\u3051\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">#\u7528\u8a9e\u8aac\u660e<\/h3>\n\n\n\n<h5 class=\"wp-block-heading\">1.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 (Algorithm)<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u7fa9<\/strong>: \u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u4e00\u9023\u306e\u30eb\u30fc\u30eb\u3001\u30b9\u30c6\u30c3\u30d7\u3001\u307e\u305f\u306f\u624b\u9806\u3067\u3059\u3002<br>\u4f8b\u3048\u3070\u3001\u300c\u8f9e\u66f8\u3067\u5358\u8a9e\u3092\u63a2\u3059\u65b9\u6cd5\u300d\u3084\u300c\u6570\u5b57\u3092\u6607\u9806\u306b\u4e26\u3079\u308b\u65b9\u6cd5\u300d\u3082\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7c21\u5358\u306b\u8a00\u3048\u3070<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u6599\u7406\u306e\u30ec\u30b7\u30d4\u306b\u4f3c\u3066\u3044\u307e\u3059\u3002\u6599\u7406\u3092\u5b8c\u6210\u3055\u305b\u308b\u306b\u306f\u30ec\u30b7\u30d4\u306e\u624b\u9806\u306b\u5f93\u3046\u3088\u3046\u306b\u3001\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306b\u306f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u8e0f\u3080\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f8b<\/strong>:\n<ul class=\"wp-block-list\">\n<li>2\u3064\u306e\u6570\u5b57\u306e\u548c\u3092\u6c42\u3081\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\uff1a\n<ol class=\"wp-block-list\">\n<li>\u6700\u521d\u306e\u6570\u5b57\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>2\u756a\u76ee\u306e\u6570\u5b57\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>2\u3064\u306e\u6570\u5b57\u3092\u8db3\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7d50\u679c\u3092\u51fa\u529b\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">2.\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u8a2d\u8a08 (Algorithm Design)<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u7fa9<\/strong>:\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u6700\u3082\u52b9\u7387\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8003\u6848\u3057\u3001\u4f5c\u6210\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002<br>\u3064\u307e\u308a\u3001\u300c\u554f\u984c\u3092\u6700\u3082\u65e9\u304f\u3001\u6700\u3082\u6b63\u78ba\u306b\u89e3\u304f\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u306e\u304b\u300d\u3092\u8003\u3048\u308b\u3053\u3068\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7c21\u5358\u306b\u8a00\u3048\u3070<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u8a2d\u8a08\u3068\u306f\u3001\u52b9\u7387\u7684\u306a\u300c\u554f\u984c\u89e3\u6c7a\u8a08\u753b\u300d\u3092\u7acb\u3066\u308b\u3053\u3068\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u540c\u3058\u554f\u984c\u3067\u3082\u65b9\u6cd5\u306b\u3088\u3063\u3066\u6642\u9593\u304c\u5927\u304d\u304f\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001100\u500b\u306e\u6570\u5b57\u3092\u30bd\u30fc\u30c8\u3059\u308b\u5834\u5408\u3001\u300c\u30d0\u30d6\u30eb\u30bd\u30fc\u30c8\u300d\u306f\u9045\u3044\u3067\u3059\u304c\u3001\u300c\u30de\u30fc\u30b8\u30bd\u30fc\u30c8\u300d\u306f\u9ad8\u901f\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u91cd\u8981\u6027<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u6b63\u3057\u3044\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u8a2d\u8a08\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6027\u80fd\u3092\u6c7a\u5b9a\u3065\u3051\u308b\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u3046\u307e\u304f\u8a2d\u8a08\u3055\u308c\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u3044\u304b\u306b\u91cd\u8981\u304b\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">3.\u6642\u9593\u8907\u96d1\u5ea6 (Time Complexity)<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u7fa9<\/strong>\u3067\u3059\uff1a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u306b\u304b\u304b\u308b\u6642\u9593\u306e\u5897\u52a0\u7387\u3092\u6570\u5b66\u7684\u306b\u8868\u3057\u305f\u3082\u306e\u3067\u3059\u3002<br>\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba(nn)\u304c\u5927\u304d\u304f\u306a\u308b\u307b\u3069\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u3069\u308c\u3060\u3051\u52b9\u7387\u7684\u306b\u52d5\u4f5c\u3059\u308b\u304b\u3092\u793a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7c21\u5358\u306b\u8a00\u3048\u3070<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u6642\u9593\u8907\u96d1\u5ea6\u306f\u3001\u300c\u30c7\u30fc\u30bf\u304c\u5897\u3048\u308c\u3070\u5897\u3048\u308b\u307b\u3069\u3069\u308c\u3060\u3051\u6642\u9593\u304c\u304b\u304b\u308b\u304b\u300d\u3092\u6570\u5024\u3067\u8868\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u4f8b\u3048\u3070\u3001O(n)O(n), O(n2)O(n^2), O(2n)O(2^n) \u306e\u3088\u3046\u306b\u8868\u8a18\u3057\u307e\u3059\u3002\u3053\u306e\u3046\u3061\u3001O(n)O(n)\u306f\u30c7\u30fc\u30bf\u304c\u5927\u304d\u304f\u306a\u3063\u3066\u3082\u6bd4\u8f03\u7684\u52b9\u7387\u7684\u3067\u3059\u304c\u3001O(2n)O(2^n)\u306f\u975e\u52b9\u7387\u7684\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f8b<\/strong>:\n<ul class=\"wp-block-list\">\n<li>O(n)O(n)\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u3068\u5b9f\u884c\u6642\u9593\u304c\u6bd4\u4f8b\u3057\u307e\u3059(\u4f8b\u3048\u3070\u3001\u30ea\u30b9\u30c8\u304b\u3089\u7279\u5b9a\u306e\u5024\u3092\u63a2\u3059\u5834\u5408)\u3002<\/li>\n\n\n\n<li>O(n2)O(n^2)\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u307b\u3069\u5b9f\u884c\u6642\u9593\u304c\u901f\u304f\u306a\u308a\u307e\u3059\u3002 (\u4f8b\uff1a\u30d0\u30d6\u30eb\u30bd\u30fc\u30c8)<\/li>\n\n\n\n<li>O(2n)O(2^n)\uff1a\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5c11\u3057\u3067\u3082\u5927\u304d\u304f\u306a\u308b\u3068\u3001\u5b9f\u884c\u6642\u9593\u304c\u7206\u767a\u7684\u306b\u5897\u52a0\u3057\u307e\u3059\u3002 (\u4f8b\u3048\u3070\u3001\u518d\u5e30\u3092\u4f7f\u3046\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0)<\/li>\n<\/ul>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\uc54c\uace0\ub9ac\uc998 \uc124\uacc4\uc5d0\uc11c \uc9c0\uc218\ud568\uc218 \ub2e4\ud56d\ud568\uc218 \uc99d\uac00\uc18d\ub3c4 \ucc28\uc774\ub294 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uadf8\ub7f0\ub370 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